Marco Grangetto

Orcid: 0000-0002-2709-7864

According to our database1, Marco Grangetto authored at least 170 papers between 2000 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
COVID-19 Infection Percentage Estimation from Computed Tomography Scans: Results and Insights from the International Per-COVID-19 Challenge.
Sensors, March, 2024

Detection of subclinical atherosclerosis by image-based deep learning on chest x-ray.
CoRR, 2024

2023
Disentangling private classes through regularization.
Neurocomputing, October, 2023

Neural network-derived perfusion maps: A model-free approach to computed tomography perfusion in patients with acute ischemic stroke.
Frontiers Neuroinformatics, March, 2023

A round-trip journey in pruned artificial neural networks.
Proceedings of the Italia Intelligenza Artificiale, 2023

Fairness, Debiasing and Privacy in Computer Vision and Medical Imaging.
Proceedings of the Italia Intelligenza Artificiale, 2023

Artificial intelligence methods for biomedical imaging and omics data.
Proceedings of the Italia Intelligenza Artificiale, 2023

Contrastive Learning for Regression in Multi-Site Brain Age Prediction.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Unbiased Supervised Contrastive Learning.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Two is Better than One: Achieving High-Quality 3D Scene Modeling with a NeRF Ensemble.
Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

A Differentiable Entropy Model for Learned Image Compression.
Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

Shannon Strikes Again! Entropy-based Pruning in Deep Neural Networks for Transfer Learning under Extreme Memory and Computation Budgets.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022
SeReNe: Sensitivity-Based Regularization of Neurons for Structured Sparsity in Neural Networks.
IEEE Trans. Neural Networks Learn. Syst., 2022

LOss-Based SensiTivity rEgulaRization: Towards deep sparse neural networks.
Neural Networks, 2022

Disentangling private classes through regularization.
CoRR, 2022

Unsupervised Learning of Unbiased Visual Representations.
CoRR, 2022

REM: Routing Entropy Minimization for Capsule Networks.
CoRR, 2022

To update or not to update? Neurons at equilibrium in deep models.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Towards Efficient Capsule Networks.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Deep Regression by Feature Regularization for COVID-19 Severity Prediction.
Proceedings of the Image Analysis and Processing. ICIAP 2022 Workshops, 2022

UniToChest: A Lung Image Dataset for Segmentation of Cancerous Nodules on CT Scans.
Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

A Two-Step Radiologist-Like Approach for Covid-19 Computer-Aided Diagnosis from Chest X-Ray Images.
Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

The DeepHealth Toolkit: A Key European Free and Open-Source Software for Deep Learning and Computer Vision Ready to Exploit Heterogeneous HPC and Cloud Architectures.
Proceedings of the Technologies and Applications for Big Data Value, 2022

2021


Malicious Node Identification in Coded Distributed Storage Systems under Pollution Attacks.
ACM Trans. Model. Perform. Evaluation Comput. Syst., 2021

On the robustness of three classes of rateless codes against pollution attacks in P2P networks.
Peer-to-Peer Netw. Appl., 2021

HEMP: High-order entropy minimization for neural network compression.
Neurocomputing, 2021

Dysplasia grading of colorectal polyps through CNN analysis of WSI.
CoRR, 2021

A two-step explainable approach for COVID-19 computer-aided diagnosis from chest x-ray images.
CoRR, 2021

Neural Network-derived perfusion maps: a Model-free approach to computed tomography perfusion in patients with acute ischemic stroke.
CoRR, 2021

Dysplasia Grading of Colorectal Polyps Through Convolutional Neural Network Analysis of Whole Slide Images.
Proceedings of 2021 International Conference on Medical Imaging and Computer-Aided Diagnosis, 2021

On the Role of Structured Pruning for Neural Network Compression.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Unitopatho, A Labeled Histopathological Dataset for Colorectal Polyps Classification and Adenoma Dysplasia Grading.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Bridging the gap between debiasing and privacy for deep learning.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Capsule Networks with Routing Annealing.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021

EnD: Entangling and Disentangling Deep Representations for Bias Correction.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
No-reference quality metric for HEVC compression distortion estimation in depth maps.
Signal Image Video Process., 2020

Graph Laplacian for image anomaly detection.
Mach. Vis. Appl., 2020

Unveiling COVID-19 from Chest X-ray with deep learning: a hurdles race with small data.
CoRR, 2020

Real-time Object Detection and Tracking in Mixed Reality using Microsoft HoloLens.
Proceedings of the 15th International Joint Conference on Computer Vision, 2020

A non-discriminatory approach to ethical deep learning.
Proceedings of the 19th IEEE International Conference on Trust, 2020

Delving in the loss landscape to embed robust watermarks into neural networks.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Pruning Artificial Neural Networks: A Way to Find Well-Generalizing, High-Entropy Sharp Minima.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2020, 2020

2019
Securing Network Coding Architectures Against Pollution Attacks With Band Codes.
IEEE Trans. Inf. Forensics Secur., 2019

Robust gait identification using Kinect dynamic skeleton data.
Multim. Tools Appl., 2019

Virtual Hand Illusion: The Alien Finger Motion Experiment.
Proceedings of the IEEE Conference on Virtual Reality and 3D User Interfaces, 2019

Accelerating Spectral Graph Analysis Through Wavefronts of Linear Algebra Operations.
Proceedings of the 27th Euromicro International Conference on Parallel, 2019

Estimation of Speed and Distance of Surrounding Vehicles from a Single Camera.
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

Take a Ramble into Solution Spaces for Classification Problems in Neural Networks.
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

Post-synaptic Potential Regularization Has Potential.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Deep Learning, 2019

2018
Convolutional Neural Network for Intermediate View Enhancement in Multiview Streaming.
IEEE Trans. Multim., 2018

DOST: a distributed object segmentation tool.
Multim. Tools Appl., 2018

Evaluating virtual image quality using the side-views information fusion and depth maps.
Inf. Fusion, 2018

Graph-based Image Anomaly Detection.
CoRR, 2018

Detection and Tracking of Astral Microtubules in Fluorescence Microscopy Images.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

2017
Securing Coding-Based Cloud Storage Against Pollution Attacks.
IEEE Trans. Parallel Distributed Syst., 2017

Perceptual quality assessment of 3D synthesized images.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Kinect-Based Gait Analysis for People Recognition Over Time.
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017

Directional graph weight prediction for image compression.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Efficient representation of segmentation contours using chain codes.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Semi-automatic Segmentation of Scattered and Distributed Objects.
Proceedings of the 10th International Conference on Computer Recognition Systems CORES 2017, 2017

2016
Characterization of Band Codes for Pollution-Resilient Peer-to-Peer Video Streaming.
IEEE Trans. Multim., 2016

Image de-fencing framework with hybrid inpainting algorithm.
Signal Image Video Process., 2016

Global and local anomaly detectors for tumor segmentation in dynamic pet acquisitions.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Kinect-based gait analysis for automatic frailty syndrome assessment.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

2015
Exploiting Rateless Codes in Cloud Storage Systems.
IEEE Trans. Parallel Distributed Syst., 2015

Simple Countermeasures to Mitigate the Effect of Pollution Attack in Network Coding-Based Peer-to-Peer Live Streaming.
IEEE Trans. Multim., 2015

Panorama View With Spatiotemporal Occlusion Compensation for 3D Video Coding.
IEEE Trans. Image Process., 2015

High capacity reversible data hiding and content protection for radiographic images.
Signal Process., 2015

Pollution-resilient peer-to-peer video streaming with Band Codes.
Proceedings of the 2015 IEEE International Conference on Multimedia and Expo, 2015

Superpixel-driven graph transform for image compression.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Objective quality metric for 3D virtual views.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Fast Superpixel-Based Hierarchical Approach to Image Segmentation.
Proceedings of the Image Analysis and Processing - ICIAP 2015, 2015

Device-to-Device Content Distribution in Cellular Networks: A User-Centric Collaborative Strategy.
Proceedings of the 2015 IEEE Global Communications Conference, 2015

Blind depth quality assessment using histogram shape analysis.
Proceedings of the 2015 3DTV-Conference: The True Vision, 2015

2014
Rateless Codes and Random Walksfor P2P Resource Discovery in Grids.
IEEE Trans. Parallel Distributed Syst., 2014

DIP: Distributed Identification of Polluters in P2P Live Streaming.
ACM Trans. Multim. Comput. Commun. Appl., 2014

Band Codes for Energy-Efficient Network Coding With Application to P2P Mobile Streaming.
IEEE Trans. Multim., 2014

Exploiting Rateless Codes and Belief Propagation to Infer Identity of Polluters in MANET.
IEEE Trans. Mob. Comput., 2014

Automatic method for tumor segmentation from 3-points dynamic PET acquisitions.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Edge enhancement of depth based rendered images.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

A panoramic 3D video coding with directional depth aided inpainting.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Human Classification Using Gait Features.
Proceedings of the Biometric Authentication - First International Workshop, 2014

2013
Identification of Malicious Nodes in Peer-to-Peer Streaming: A Belief Propagation-Based Technique.
IEEE Trans. Parallel Distributed Syst., 2013

A practical Random Network Coding scheme for data distribution on peer-to-peer networks using rateless codes.
Perform. Evaluation, 2013

Gait characterization using dynamic skeleton acquisition.
Proceedings of the 15th IEEE International Workshop on Multimedia Signal Processing, 2013

Edges shape enforcement for visual enhancement of depth image based rendering.
Proceedings of the 15th IEEE International Workshop on Multimedia Signal Processing, 2013

Depth image based rendering with inverse mapping.
Proceedings of the 15th IEEE International Workshop on Multimedia Signal Processing, 2013

2012
A study of an hybrid CDN-P2P system over the PlanetLab network.
Signal Process. Image Commun., 2012

Collaborative data retrieval using opportunistic networking.
Proceedings of the 9th Annual Conference on Wireless On-demand Network Systems and Services, 2012

An HTML5 player for a gstreamer based MPEG DASH client.
Proceedings of the 2012 Visual Communications and Image Processing, 2012

An adaptive hybrid CDN/P2P solution for Content Delivery Networks.
Proceedings of the 2012 Visual Communications and Image Processing, 2012

SIEVE: A Distributed, Accurate, and Robust Technique to Identify Malicious Nodes in Data Dissemination on MANET.
Proceedings of the 18th IEEE International Conference on Parallel and Distributed Systems, 2012

Band Codes: Controlled Complexity Network Coding for Peer-to-Peer Video Streaming.
Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, 2012

A novel interpolation method for 3D view synthesis.
Proceedings of the 3DTV-Conference 2012: The True Vision, 2012

2011
Transparent encryption techniques for H.264/AVC and H.264/SVC compressed video.
Signal Process., 2011

A game theory framework for ISP streaming traffic management.
Perform. Evaluation, 2011

Local data gathering using opportunistic networking in a urban scenario.
Proceedings of the 8th ACM Symposium on Performance evaluation of wireless ad hoc, 2011

An optimal partial decoding algorithm for rateless codes.
Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011

ENIGMA: Distributed Virtual Disks for Cloud Computing.
Proceedings of the 25th IEEE International Symposium on Parallel and Distributed Processing, 2011

Tile format: A novel frame compatible approach for 3D video broadcasting.
Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

2010
TURINstream: A Totally pUsh, Robust, and effIcieNt P2P Video Streaming Architecture.
IEEE Trans. Multim., 2010

Sliding-Window Raptor Codes for Efficient Scalable Wireless Video Broadcasting With Unequal Loss Protection.
IEEE Trans. Image Process., 2010

Local Access to Sparse and Large Global Information in P2P Networks: A Case for Compressive Sensing.
Proceedings of the IEEE Tenth International Conference on Peer-to-Peer Computing, 2010

P2P streaming with lt codes: a prototype experimentation.
Proceedings of the 2010 ACM workshop on Advanced video streaming techniques for peer-to-peer networks and social networking, 2010

Fountains vs Torrents: The P2P ToroVerde Protocol.
Proceedings of the MASCOTS 2010, 2010

BitTorrent and fountain codes: friends or foes?
Proceedings of the 24th IEEE International Symposium on Parallel and Distributed Processing, 2010

Distributed joint source-channel arithmetic coding.
Proceedings of the International Conference on Image Processing, 2010

Security applications of distributed arithmetic coding.
Proceedings of the 18th European Signal Processing Conference, 2010

2009
Distributed arithmetic coding for the Slepian-Wolf problem.
IEEE Trans. Signal Process., 2009

On the fly gaussian elimination for LT codes.
IEEE Commun. Lett., 2009

Analysis of PPLive through active and passive measurements.
Proceedings of the 23rd IEEE International Symposium on Parallel and Distributed Processing, 2009

Seacast: A protocol for peer-to-peer video streaming supporting multiple description coding.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Rateless codes network coding for simple and efficient P2P video streaming.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

A technique for blood detection in wireless capsule endoscopy images.
Proceedings of the 17th European Signal Processing Conference, 2009

2008
Redundant Slice Optimal Allocation for H.264 Multiple Description Coding.
IEEE Trans. Circuits Syst. Video Technol., 2008

Rate-compatible distributed arithmetic coding.
IEEE Commun. Lett., 2008

Decoder-driven adaptive distributed arithmetic coding.
Proceedings of the International Conference on Image Processing, 2008

2007
Multiple Description Image Coding Based on Lagrangian Rate Allocation.
IEEE Trans. Image Process., 2007

Iterative Decoding of Serially Concatenated Arithmetic and Channel Codes With JPEG 2000 Applications.
IEEE Trans. Image Process., 2007

On Modeling Mismatch Errors Induced by Different Quantizers.
IEEE Signal Process. Lett., 2007

Distributed Arithmetic Coding.
IEEE Commun. Lett., 2007

Joint Source, Channel Coding, and Secrecy.
EURASIP J. Inf. Secur., 2007

Distributed Source Coding Techniques for Lossless Compression of Hyperspectral Images.
EURASIP J. Adv. Signal Process., 2007

Distributed Arithmetic Coding for the Asymmetric Slepian-Wolf problem
CoRR, 2007

Symmetric Distributed Arithmetic Coding of Correlated Sources.
Proceedings of the IEEE 9th Workshop on Multimedia Signal Processing, 2007

Sliding-Window Digital Fountain Codes for Streaming of Multimedia Contents.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2007), 2007

H.264 Multiple Description Coding Based on Redundant Picture Representation.
Proceedings of the International Conference on Image Processing, 2007

Conditional Access to H.264/AVC Video by Means of Redundant Slices.
Proceedings of the International Conference on Image Processing, 2007

2006
Multimedia Selective Encryption by Means of Randomized Arithmetic Coding.
IEEE Trans. Multim., 2006

A syntax-preserving error resilience tool for JPEG 2000 based on error correcting arithmetic coding.
IEEE Trans. Image Process., 2006

Error correcting arithmetic coding for JPEG 2000: memory and performance analysis.
Proceedings of the 2nd International Conference on Mobile Multimedia Communications, 2006

Implementation and Performance Evaluation of LT and Raptor Codes for Multimedia Applications.
Proceedings of the Second International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP 2006), 2006

Scalable Image Retrieval from Distributed Images Database.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

Conditional Access to H.264/AVC Video with Drift Control.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

Near-lossless distributed coding of hyperspectral images using a statistical model for probability estimation.
Proceedings of the 14th European Signal Processing Conference, 2006

2005
Concealment of whole-frame losses for wireless low bit-rate video based on multiframe optical flow estimation.
IEEE Trans. Multim., 2005

Fast code-rate optimization for robust image transmission over lossy packet networks.
IEEE Trans. Commun., 2005

Joint source/channel coding and MAP decoding of arithmetic codes.
IEEE Trans. Commun., 2005

Context-Based Distributed Wavelet Video Coding.
Proceedings of the IEEE 7th Workshop on Multimedia Signal Processing, 2005

Improved low-complexity intraband lossless compression of hyperspectral images by means of Slepian-Wolf coding.
Proceedings of the 2005 International Conference on Image Processing, 2005

2004
Ensuring quality of service for image transmission: hybrid loss protection.
IEEE Trans. Image Process., 2004

A flexible error resilient scheme for JPEG 2000.
Proceedings of the IEEE 6th Workshop on Multimedia Signal Processing, 2004

Selective encryption of JPEG 2000 images by means of randomized arithmetic coding.
Proceedings of the IEEE 6th Workshop on Multimedia Signal Processing, 2004

Joint despeckling and edge detection of SAR images based on the Mumford-Shah functional.
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004

Reliable JPEG 2000 wireless imaging by means of error-correcting MQ coder.
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

Multiple description coding with error correction capabilities: an application to motion jpeg 2000.
Proceedings of the 2004 International Conference on Image Processing, 2004

Error resilient mq coder and map jpeg 2000 decoding.
Proceedings of the 2004 International Conference on Image Processing, 2004

Joint source-channel iterative decoding of codes.
Proceedings of IEEE International Conference on Communications, 2004

Retransmission strategies for optimized JPEG 2000 image transmission in wireless environment.
Proceedings of the 2004 12th European Signal Processing Conference, 2004

2003
Error sensitivity data structures and retransmission strategies for robust JPEG 2000 wireless imaging.
IEEE Trans. Consumer Electron., 2003

Spatiotemporal error concealment with optimized mode selection and application to H.264.
Signal Process. Image Commun., 2003

Robust video transmission over error-prone channels via error correcting arithmetic codes.
IEEE Commun. Lett., 2003

Comparison of rate allocation strategies for H.264 video transmission over wireless lossy correlated networks.
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

An error concealment algorithm for streaming video.
Proceedings of the 2003 International Conference on Image Processing, 2003

Few decoders in the encoder: a low complexity encoding strategy for H.26L.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Error correction by means of arithmetic codes: an application to resilient image transmission.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Spatio-temporal video error concealment with perceptually optimized mode selection.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2002
Optimization and implementation of the integer wavelet transform for image coding.
IEEE Trans. Image Process., 2002

Wavelet Kernels on a DSP: A Comparison between Lifting and Filter Banks for Image Coding.
EURASIP J. Adv. Signal Process., 2002

Guaranteeing quality of service for image transmission by means of hybrid loss protection.
Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002

DSP performance comparison between lifting and filter banks for image coding.
Proceedings of the IEEE International Conference on Acoustics, 2002

Robust and edge-preserving video error concealment by coarse-to-fine block replenishment.
Proceedings of the IEEE International Conference on Acoustics, 2002

An edge and texture preserving algorithm for video error concealment.
Proceedings of the IEEE 5th Workshop on Multimedia Signal Processing, 2002

2001
Efficient common-core lossless and lossy image coder based on integer wavelets.
Signal Process., 2001

Unequal processing gain for JPEG2000 image transmission in a CDMA environment.
Proceedings of the 2001 8th IEEE International Conference on Electronics, 2001

2000
Finite Precision Wavelets for Image Coding: Lossy and Lossless Compression Performance Evaluation.
Proceedings of the 2000 International Conference on Image Processing, 2000

Minimally non-linear integer wavelets for image coding.
Proceedings of the IEEE International Conference on Acoustics, 2000

Joint denoising and lossless/lossy compression of SAR images.
Proceedings of the 10th European Signal Processing Conference, 2000


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